Example — Target

A shooter hits the target with probability p=0,8p=0,8. He fires 1010 times. What is the probability of hitting it at least 88 times?

It is the sum of three binomial probabilities:

P(k8)=P10(8)+P10(9)+P10(10).P(k\ge 8) = P_{10}(8) + P_{10}(9) + P_{10}(10).

P10(10)=(0,8)100,107,P10(9)=10(0,8)90,20,268,P_{10}(10) = (0,8)^{10} \approx 0,107, \qquad P_{10}(9) = 10\cdot (0,8)^9\cdot 0,2 \approx 0,268,

P10(8)=(108)(0,8)8(0,2)2=450,1680,040,302.P_{10}(8) = \binom{10}{8}(0,8)^8(0,2)^2 = 45\cdot 0,168\cdot 0,04 \approx 0,302.

Total: P(k8)0,677P(k\ge 8) \approx 0,677.

Topics: Probability
Concepts: Binomial distribution · Complementary event
Methods: Binomial · Complementary prob
Skills: Probability calculation